世界模型

Generative Models, Humans, Predictive Models: Who Is Worse at High-Stakes Decision Making?

Keri Mallari, Julius Adebayo, Kori Inkpen, Martin T. Wells, Albert Gordo, Sarah Tan

专题命中 通用世界模型 ：predictive model(title,abstract)；predictive models(title,abstract)；分类 cs.AI、cs.LG

Predicting 3D representations for Dynamic Scenes

Di Qi, Tong Yang, Beining Wang, Xiangyu Zhang, Wenqiang Zhang

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.CV

Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition

Sneheel Sarangi, Maha Elgarf, Hanan Salam

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Comments Accepted to COLING 2025

LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation

Yijun Liu, Wu Liu, Xiaoyan Gu, Yong Rui, Xiaodong He, Yongdong Zhang

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Towards Robust and Fair Vision Learning in Open-World Environments

Thanh-Dat Truong

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.CV

Comments PhD Dissertation

o1-Coder: an o1 Replication for Coding

Yuxiang Zhang, Shangxi Wu, Yuqi Yang, Jiangming Shu, Jinlin Xiao, Chao Kong, Jitao Sang

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Monitoring Latent World States in Language Models with Propositional Probes

Jiahai Feng, Stuart Russell, Jacob Steinhardt

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.LG

Probing for Consciousness in Machines

Mathis Immertreu, Achim Schilling, Andreas Maier, Patrick Krauss

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Predicting Future Actions of Reinforcement Learning Agents

Stephen Chung, Scott Niekum, David Krueger

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Comments 16 pages, 8 figures

Few-shot target-driven instance detection based on open-vocabulary object detection models

Ben Crulis, Barthelemy Serres, Cyril De Runz, Gilles Venturini

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.CV

FAME: Towards Factual Multi-Task Model Editing

Li Zeng, Yingyu Shan, Zeming Liu, Jiashu Yao, Yuhang Guo

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Comments 9 pages, 3 figures. This paper has been accepted by EMNLP 2024

HortiBot: An Adaptive Multi-Arm System for Robotic Horticulture of Sweet Peppers

Christian Lenz, Rohit Menon, Michael Schreiber, Melvin Paul Jacob, Sven Behnke, Maren Bennewitz

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.RO

Comments Accepted for International Conference on Intelligent Robots and Systems (IROS) 2024. C. Lenz and R. Menon contributed equally

A Sim-to-Real Vision-based Lane Keeping System for a 1:10-scale Autonomous Vehicle

Antonio Gallina, Matteo Grandin, Angelo Cenedese, Mattia Bruschetta

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.RO

Comments 16 pages, 23 figures

LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models

Shibo Hao, Yi Gu, Haotian Luo, Tianyang Liu, Xiyan Shao, Xinyuan Wang, Shuhua Xie, Haodi Ma, Adithya Samavedhi, Qiyue Gao, Zhen Wang, Zhiting Hu

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Comments Project website: https://www.llm-reasoners.net/

Generative Learning of Continuous Data by Tensor Networks

Alex Meiburg, Jing Chen, Jacob Miller, Raphaëlle Tihon, Guillaume Rabusseau, Alejandro Perdomo-Ortiz

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.LG

Comments 21 pages, 15 figures

Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

David "davidad" Dalrymple, Joar Skalse, Yoshua Bengio, Stuart Russell, Max Tegmark, Sanjit Seshia, Steve Omohundro, Christian Szegedy, Ben Goldhaber, Nora Ammann, Alessandro Abate, Joe Halpern, Clark Barrett, Ding Zhao, Tan Zhi-Xuan, Jeannette Wing, Joshua Tenenbaum

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior

Yukai Shi, Yupei Lin, Pengxu Wei, Xiaoyu Xian, Tianshui Chen, Liang Lin

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.CV

Efficient Learning of Fast Inverse Kinematics with Collision Avoidance

Johannes Tenhumberg, Arman Mielke, Berthold Bäuml

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.RO

Comments Presented at the 2023 IEEE-RAS International Conference on Humanoid Robots

Journal ref 2023 IEEE-RAS International Conference on Humanoid Robots (Humanoids)

False Claims against Model Ownership Resolution

Jian Liu, Rui Zhang, Sebastian Szyller, Kui Ren, N. Asokan

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Comments 13pages,3 figures. To appear in the 33rd USENIX Security Symposium (USENIX Security '24)

An Efficient Model-Based Approach on Learning Agile Motor Skills without Reinforcement

Haojie Shi, Tingguang Li, Qingxu Zhu, Jiapeng Sheng, Lei Han, Max Q. -H. Meng

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.RO

Comments Accepted by ICRA2024

Debiased Model-based Interactive Recommendation

Zijian Li, Ruichu Cai, Haiqin Huang, Sili Zhang, Yuguang Yan, Zhifeng Hao, Zhenghua Dong

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.LG

Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All

Mehmet Saygin Seyfioglu, Karim Bouyarmane, Suren Kumar, Amir Tavanaei, Ismail B. Tutar

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.CV

Active Inference as a Model of Agency

Lancelot Da Costa, Samuel Tenka, Dominic Zhao, Noor Sajid

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Comments Accepted in RLDM2022 for the workshop 'RL as a model of agency'

Exploring Transformers for Open-world Instance Segmentation

Jiannan Wu, Yi Jiang, Bin Yan, Huchuan Lu, Zehuan Yuan, Ping Luo

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.CV

Comments Accepted by ICCV2023. 16 pages

Exploring MLOps Dynamics: An Experimental Analysis in a Real-World Machine Learning Project

Awadelrahman M. A. Ahmed

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.LG

Comments 9 figures

Kosmos-2: Grounding Multimodal Large Language Models to the World

Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.CV

Comments 20 pages

Inferring Hierarchical Structure in Multi-Room Maze Environments

Daria de Tinguy, Toon Van de Maele, Tim Verbelen, Bart Dhoedt

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.AI

Comments ICML 2023 Workshop

Decentralized Quantum Federated Learning for Metaverse: Analysis, Design and Implementation

Dev Gurung, Shiva Raj Pokhrel, Gang Li

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.LG

Tutel: Adaptive Mixture-of-Experts at Scale

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

专题命中 通用世界模型 ：world model(abstract)；world model(abstract)；分类 cs.CV

Leveraging Predictive Models for Adaptive Sampling of Spatiotemporal Fluid Processes

Sandeep Manjanna, Tom Z. Jiahao, M. Ani Hsieh

专题命中 通用世界模型 ：predictive model(title,abstract)；predictive models(title,abstract)；分类 cs.LG、cs.RO